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Improve RAG with Real-World Benchmarks

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graded 270855
graded 270854
graded 270853

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graded 235154
graded 235144
graded 234954

Small Object Detection and Classification

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graded 234954
graded 234534
graded 234092

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graded 235154
graded 235144
graded 234822

Decode Complex Shopping Concepts And Terminologies.

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graded 270401
graded 270400
graded 270399

Make Informed Decisions with Shopping Knowledge

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graded 270527
graded 270526
graded 270525

Improve RAG with Real-World Benchmarks | KDD Cup 2025

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Participant Rating
Participant Rating

Amazon KDD Cup 2024: Multi-Task Online Shopping Ch

Note for our final evaluation

8 months ago

thank you for reply, I’m looking forward to displaying final result!

Note for our final evaluation

8 months ago

Hi @yilun_jin

  1. When will you publish Final Leaderboard?
    We will write paper if our team will be ranked within 5th in per track.
  2. What happens if there is more than one person of the same rank?(5th member is all passed paper or not?)

Note for our final evaluation

8 months ago

Hi. @yilun_jin
thanks for your correspondence. I will check manually mark issues before selection of submissions

Note for our final evaluation

8 months ago

Hi @yilun_jin
I uploaded git tag before 23:55 UTC, but I couldn’t put tag for submission this code before 23:55 UTC.(don’t show issue). but UTC 00:00(July11), submission system automatically start submission.
How about these situation submission? include final submission or not?
ex)

All Submissions Are Failing

8 months ago

I’m facing this situation now. Debug log don’t have error message.
https://gitlab.aicrowd.com/tereka/kddcup-2024-phase2-v11/-/issues/28

Why submission failed?

10 months ago

OK, I’m waiting for error modification.

Why submission failed?

10 months ago

ticket(submission) #262179 is failed. cause is ’ Track5 Allaround Validation: pod deleted"
why pod is deleted? I can’t see logs. validation process is succeed in local.
(url include solution of model type, I didn’t paste it)

@yilun_jin

Storage in submission

11 months ago

@yilun_jin
No, I would like to upload other files
I can’t upload safetensors(one file have 23GB)

Storage in submission

11 months ago

@yilun_jin @aicrowd_team
Thank you for reply.
I modified my Dockerfile(remove .git), but validation is failed.

Is there any specific issue you are facing in terms of checking in the model weights to your repository ?

yes, I need to upload 20GB over .safetensor, I try to upload using git lfs, but it’s failed.(timeout…?)
so I use git clone during Docker build
log output is that upload size is 200GB. why…?

if you need more detail, I can tell detail situation using email.

Storage in submission

11 months ago

submission link:AIcrowd

Storage in submission

12 months ago

Hi.

I tried git clone(lfs) in Dockerfile.
because I can’t upload using git lfs for huggingface models.
I face storage problem during submission.
Build Packages And Env: The node was low on resource: ephemeral-storage. Container wait was using 84Ki, which exceeds its request of 0.

I would like to know submission environment.

  1. What limit of storage in Docker?(100GB?, 150GB? or more?)
  2. Do Docker and the files to be submitted (Gitlab Repository files) use different storage?

@yilun_jin

debug log(admin)
https://dashboard.aicrowd.com/explore?orgId=1&left={"datasource":"[AWS%20Internal]%20Loki","queries":[{"refId":"A","expr":"{aicrowd_com_submission_id%3D\"251691\",%20aicrowd_com_logs%3D\"true\",%20container%3D\"main\"}"}],"range":{"from":"now-2d","to":"now"}}

Clarify how to use the dataset(include external)

12 months ago

Hi! Thank you for reply!
I understand your response.

Clarify how to use the dataset(include external)

12 months ago

Thanks for holding this competition.
This competition is very exciting for me.

this competition data rule is very complex, I would like to clarify.

  1. finetune is ok? or not?(e.g. LoRA)
  2. LLM(e.g. chatgpt) based new problems generation is ok? or not?(not re labeling)
    I understand public dataset will become public after competiton.

Amazon KDD Cup '23: Multilingual Recommendation Ch

Clarification and More Information for Phase 2

Almost 2 years ago

@dipam
thank you for reply.
Could you use the phase 1 test set for feature engineering?

Clarification and More Information for Phase 2

Almost 2 years ago

yes, I think so. how to rank this competition.

How many times can I submit in a day?

Almost 2 years ago

Hi! thanks.
this limit is only using CLI. in this same time, I can submit it using GUI.

How many times can I submit in a day?

Almost 2 years ago

I submit task1 3times, task 2 2times. but I can’t submit task 2 using CLI
The rule is written this. I understand 5 submissions per task(we are allowed task1 5, task2 5).

It’s correct or not?

A Team may make only five submission per task per 24-hour period.

Task 1: Next Product Recommendation

What order is prev items?

Almost 2 years ago

Thanks! I totally agree with Chris.
I experiment time-weight method in Local Validation.
high index number is better than lower.

also I found this sentence in AIcrowd | Task 1 - Getting Started | Posts

The Multilingual Shopping Session Dataset is a collection of anonymized customer sessions containing products from six different locales, namely English, German, Japanese, French, Italian, and Spanish. It consists of two main components: user sessions and product attributes. User sessions are a list of products that a user has engaged with in chronological order, while product attributes include various details like product title, price in local currency, brand, color, and description.

What order is prev items?

Almost 2 years ago

Thank you for holding this competition.

What order is a column of β€œprev_items”?
a lower index is newer? or older?

Data Scientist